# Super Resolution on ImageNet (PSNR, LPIPS, FID, P-FID) Source: [Super Resolution on ImageNet (PSNR, LPIPS, FID, P-FID)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:56:37.267Z Evaluation of Super-Resolution models on the standard ImageNet dataset, assessed using PSNR, LPIPS, FID, and P-FID metrics. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Super Resolution | | Dataset (including any stated split) | ImageNet | | Metric | PSNR | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 12 of 12 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [PSNR](): Higher is better; unit: SCALAR. - [LPIPS](): Lower is better; unit: SCALAR. - [FID](): Lower is better; unit: SCALAR. - [P-FID](): Lower is better; unit: SCALAR. ## Recorded results | Method | PSNR | Result date | Report paper | | --- | --- | --- | --- | | DiffStateGrad | 26.25 | Not recorded | 69608b6753fdd5c3617441e9 | | MCLC | 26.25 | Not recorded | 69608b6753fdd5c3617441e9 | | LDPS | 26.22 | Not recorded | 69608b6753fdd5c3617441e9 | | DiffStateGrad | 26.22 | Not recorded | 69608b6753fdd5c3617441e9 | | LatentDAPS | 26.21 | Not recorded | 69608b6753fdd5c3617441e9 | | MCLC | 26.2 | Not recorded | 69608b6753fdd5c3617441e9 | | MCLC | 25.76 | Not recorded | 69608b6753fdd5c3617441e9 | | DiffStateGrad | 25.37 | Not recorded | 69608b6753fdd5c3617441e9 | | PSLD | 25.21 | Not recorded | 69608b6753fdd5c3617441e9 | | MCLC | 25.02 | Not recorded | 69608b6753fdd5c3617441e9 | | ReSample | 23.37 | Not recorded | 69608b6753fdd5c3617441e9 | | DiffStateGrad | 22.51 | Not recorded | 69608b6753fdd5c3617441e9 | ### DiffStateGrad PSNR: 26.25. Result ID: 6997d89c5698665ec430bf03. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Method":"LDPS","Scale Factor":"4x"}. This record does not assert independent reproduction. ### MCLC PSNR: 26.25. Result ID: 6997d89c5698665ec430bf0d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Method":"LatentDAPS","Scale Factor":"4x"}. This record does not assert independent reproduction. ### LDPS PSNR: 26.22. Result ID: 6997d89c5698665ec430bf02. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Method":"LDPS","Scale Factor":"4x"}. This record does not assert independent reproduction. ### DiffStateGrad PSNR: 26.22. Result ID: 6997d89c5698665ec430bf0c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Method":"LatentDAPS","Scale Factor":"4x"}. This record does not assert independent reproduction. ### LatentDAPS PSNR: 26.21. Result ID: 6997d89c5698665ec430bf0b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Method":"LatentDAPS","Scale Factor":"4x"}. This record does not assert independent reproduction. ### MCLC PSNR: 26.2. Result ID: 6997d89c5698665ec430bf04. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Method":"LDPS","Scale Factor":"4x"}. This record does not assert independent reproduction. ### MCLC PSNR: 25.76. Result ID: 6997d89c5698665ec430bf0a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Method":"ReSample","Scale Factor":"4x"}. This record does not assert independent reproduction. ### DiffStateGrad PSNR: 25.37. Result ID: 6997d89c5698665ec430bf06. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Method":"PSLD","Scale Factor":"4x"}. This record does not assert independent reproduction. ### PSLD PSNR: 25.21. Result ID: 6997d89c5698665ec430bf05. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Base Method":"PSLD","Scale Factor":"4x"}. This record does not assert independent reproduction. ### MCLC PSNR: 25.02. Result ID: 6997d89c5698665ec430bf07. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Method":"PSLD","Scale Factor":"4x"}. This record does not assert independent reproduction. ### ReSample PSNR: 23.37. Result ID: 6997d89c5698665ec430bf08. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Method":"ReSample","Scale Factor":"4x"}. This record does not assert independent reproduction. ### DiffStateGrad PSNR: 22.51. Result ID: 6997d89c5698665ec430bf09. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Method":"ReSample","Scale Factor":"4x"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.